---
title: "Module 3: Scalability and Optimization"
description: "Address scalability challenges in multi-vector search. Learn optimization techniques including quantization, pooling, MUVERA, and multi-stage retrieval."
isLesson: true
weight: 40
---

{{< date >}} Module 3 {{< /date >}}

# Scalability and Optimization

Tackle the memory and performance challenges of production-scale multi-vector search.

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## Today's path

1. Multi-Stage Retrieval with Universal Query API
2. Vector Quantization Techniques
3. Pooling Techniques
4. MUVERA
5. Evaluating Search Pipelines

You'll master the optimization strategies needed to deploy multi-vector search at scale.